Second Pass

How It Works

  1. Extract a conversation (messages are attributed by speaker)
  2. Choose one lens
  3. Optionally choose one voice
  4. Read one response
  5. Stop

Extraction is part of the product. Second Pass separates speakers, preserves order, and removes platform noise before any analysis occurs. This step is deliberate and opinionated.

Names are used here to keep the example illustrative. In use, speakers are labeled as you / other speaker.

Example (abridged):

Input

Alex: Hey — did you see my message from Tuesday?

Riley: Yeah. Sorry. It's been a week.

Alex: Okay. Is something up?

Riley: No, nothing. Just busy.

Alex: Got it. Are we still on for Friday?

Riley: Yeah, should be fine.

Second Pass

Visible sequence:
- A check-in about a missed message.
- An apology + "it's been a week".
- A direct question ("Is something up?").
- A reassurance ("No, nothing") paired with a non-specific reason ("Just busy").
- A logistical follow-up (Friday) that stays unanswered in terms of what changed.

Pattern:
- Reassurance without clarification
 - Polite closure that preserves ambiguity

These labels describe visible structure in the text. They are not claims about intent, truth, or what anyone “really meant.”

The response ends there.

Constraints

  • One run at a time.
  • No memory.
  • No progression.
  • No gamification.

Stopping is the designed end of a session.

Each run is stateless. Nothing carries over.